Reliable scraping isn't decided by the proxy alone. It comes down to target-level reputation, session and browser identity, and knowing when a 200 response still isn't usable data.
Most proxy problems get diagnosed the same way.
A target starts blocking you, so you rotate the IP. Traffic slows down, so you buy more capacity. The response comes back 200, so you assume the scrape worked.
None of that holds up once a scraper runs at real, sustained volume.
In Geonode's AMA with r/WebScrapingInsider, the harder questions weren't really about whether "unlimited" proxies are good or bad. They exposed a system underneath that label: a pool can look healthy in aggregate while quietly failing against one target, the same IPs can behave differently once the client's browser identity changes, and a scraping API has to manage sessions and validate responses long after the proxy request itself succeeded.
The proxy turns out to be one variable inside a larger control system. The real problem is knowing which variable actually broke, and what to check next.
As Geonode's CEO and co-founder Jean-Patrick Bisson put it during our recent Reddit AMA:
Reputation is per target, not one number, so an address burned on one retailer is fine everywhere else.
Jean-Patrick is CEO and co-founder of Geonode, a residential proxy and scraping API provider that operates its own network rather than reselling third-party supply. He answered questions in the thread alongside his team, posting under the company's account.
In our ninth r/WebScrapingInsider AMA, we asked Jean-Patrick how target-level reputation actually gets managed, what "unlimited" pricing depends on economically, how Geonode's scraping API handles sessions and browser identity, and where response validation stops being the provider's job.
Here are the six biggest insights from the discussion.
